Data mining, rough sets and granular computing
Data mining, rough sets and granular computing
Generalized theory of uncertainty (GTU)-principal concepts and ideas
Computational Statistics & Data Analysis
Toward a generalized theory of uncertainty (GTU)--an outline
Information Sciences: an International Journal
Classic Works of the Dempster-Shafer Theory of Belief Functions
Classic Works of the Dempster-Shafer Theory of Belief Functions
Fuzzy logic = computing with words
IEEE Transactions on Fuzzy Systems
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We first note that since humans communicate using linguistic terms central to man-machine cooperation is the availability of a common vocabulary understandable by both parties. Here we draw upon structures from granular computing, particularly fuzzy sets, to provide this capability. Having this capability allows the machine to use the types of information humans commonly provide. We then focus on some tools useful for the fusion of information and question answering in the context of man-machine cooperation. We describe methods for fusing information from multiple sources and we provide the capability to have multiple fused values. We also investigate the fusion of probabilistic and possibilistic information.